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Methodology
← Generation
Computer Vision
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Generation
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Image Generation
4128 directly classified papers
Papers per year
2006: 2
2007: 2
2008: 1
2009: 2
2010: 2
2012: 5
2013: 15
2014: 9
2015: 18
2016: 21
2017: 32
2018: 98
2019: 168
2020: 208
2021: 355
2022: 299
2023: 650
2024: 874
2025: 1192
2026: 175
Papers
An Efficient and Harmonized Framework for Balanced Cross-Domain Feature Integration
AAAI 2026
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
AAAI 2026
FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
AAAI 2026
Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting
AAAI 2026
Style4D-Bench: A Benchmark Suite for 4D Stylization
AAAI 2026
CareCom: Generative Image Composition with Calibrated Reference Features
AAAI 2026
RefAdGen: High-Fidelity Advertising Image Generation
AAAI 2026
LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer
AAAI 2026
DentalGS: Pose-Free 3D Gaussian Splatting from Five Intraoral Images for Novel View Synthesis
AAAI 2026
GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation
AAAI 2026
Segment and Matte Anything in a Unified Model
AAAI 2026
Personalize Anything for Free with Diffusion Transformer
AAAI 2026
Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models
AAAI 2026
SCORE: Semantic Collage by Optimizing Rendered Elements
AAAI 2026
DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures
AAAI 2026
TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
AAAI 2026
PortraitSR: Artist-Inspired Prior Learning for Progressive Face Super-Resolution
AAAI 2026
PFAvatar: Pose-Fusion 3D Personalized Avatar Reconstruction from Real-World Outfit-of-the-Day Photos
AAAI 2026
Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views
AAAI 2026
Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing
AAAI 2026
DOS: Directional Object Separation in Text Embeddings for Multi-Object Image Generation
AAAI 2026
Class-Partitioned VQ-VAE and Latent Flow Matching for Point Cloud Scene Generation
AAAI 2026
One-Shot Refiner: Boosting Feed-forward Novel View Synthesis via One-Step Diffusion
AAAI 2026
Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation
AAAI 2026
Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers
AAAI 2026
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